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0 שנות ניסיון

כישורים

Python Machine Learning XGBoost FastAPI Docker ClickHouse scikit-learn pandas NumPy Streamlit LangChain C#/.NET Java Flutter SQL

ניסיון

Machine Learning Engineer Intern — End-of-Studies Project

MLNetworks

2026-02 - 2026-08

Delivered the first production AI model for the PowerAI FieldForce platform, detecting fuel‑theft and reconciling consumption for diesel‑generator telecom towers in Iraq and Jordan, targeting 15‑30% loss reduction. Engineered eleven features from telemetry data and built a rule‑based engine combined with an XGBoost classifier, achieving 94.1% precision and 87.0% recall. Deployed the model as a REST API using FastAPI, Uvicorn and Docker, backed by ClickHouse, and resolved live‑integration issues such as authentication failures and metric drift. Technologies used: Python, XGBoost, scikit-learn, pandas, NumPy, FastAPI, ClickHouse, Docker.

Computer Science Intern

IDEO Factory

2025-07 - 2025-09

Designed an interactive AI agent with a Streamlit interface that allows users to upload documents and query them, integrating multiple AI models and advanced retrieval features. Implemented document parsing with PyPDF2 and vector storage with Chroma, orchestrated via LangChain. Technologies used: Python, Streamlit, LangChain, PyPDF2, pandas, NumPy, Chroma.

Computer Science Intern

VERTUData

2024-07 - 2024-08

Developed a desktop medical‑management application in C#/.NET, enabling practitioners to register patients and manage records through Windows Forms and WPF interfaces. Implemented CRUD operations and data persistence, improving workflow efficiency for medical staff.

Computer Science Intern

Bots Factory

2023-04 - 2023-05

Built a mobile weather application in Java that displays live conditions for the user's location or any searched city using a public API. Contributed to front‑end web tasks with HTML, CSS and JavaScript, enhancing the overall user experience.

השכלה

Diplôme d'Ingénieur d'État — Computer and Network Engineering (IIR)

שפות

Francais

fluent

English

fluent

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